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John's Projects

adaptive-soft-sensor-design icon adaptive-soft-sensor-design

Github repo for the research paper titled "Integrating Adaptive Moving Window and Just-in-Time Learning Paradigms for Soft-Sensor Design"

ailearning icon ailearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

coursera-ml-andrewng icon coursera-ml-andrewng

use numpy, scipy, and tensorflow to implement these basic ML model and learning algorithm

diagrammdesigner icon diagrammdesigner

A modified fork of http://www.codeproject.com/Articles/24681/WPF-Diagram-Designer-Part-4

fuxa icon fuxa

Web-based Process Visualization (SCADA/HMI/Dashboard) software

gridstudio icon gridstudio

Grid studio is a web-based spreadsheet application with full integration of the Python programming language.

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

homemade-machine-learning icon homemade-machine-learning

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

launchcode-datascience icon launchcode-datascience

Repository of Andrew Ng's Coursera Course on Machine Learning. Heavily borrowed from mstampfer/Coursera-Stanford-ML-Python

machine-learning-project-walkthrough icon machine-learning-project-walkthrough

An implementation of a complete machine learning solution in Python on a real-world dataset. This project is meant to demonstrate how all the steps of a machine learning pipeline come together to solve a problem!

mdatools icon mdatools

R package for Multivariate Data Analysis

ml-road icon ml-road

Machine Learning Resources, Practice and Research

modbustool icon modbustool

A modbus master and slave test tool with import and export functionality, supports TCP, UDP and RTU.

mqttnet icon mqttnet

MQTTnet is a high performance .NET library for MQTT based communication. It provides a MQTT client and a MQTT server (broker). The implementation is based on the documentation from http://mqtt.org/.

ng_ml icon ng_ml

Andrew Ng's machine learning course implemented in Python

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